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Just in case you missed kev…
Curious about the surprise… later
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Curious about the surprise… later
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Here is Kev again
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Profil von Kevin D. Johnson anzeigen
Kevin D. Johnson 3.
Field CTO – HPC + AI | Principal HPC Cloud Technical Specialist at IBM | Symphony • GPFS • LSF
39 Min.
Symphony+Akida+Foundry+World Monitor, I just built a system that watches 10 geopolitical data domains simultaneously — maritime AIS, aviation, news, markets, infrastructure outages, seismic, cyber threats, Telegram OSINT channels, energy markets, and population displacement, all through neuromorphic processors that classify anomalies in under a microsecond at roughly 10 microjoules per inference.
The platform runs on Symphony, orchestrating ten BrainChip AKD1000 neuromorphic chips as usual. Each chip runs a quantized Conv2D model and now share three operational domains: defense surveillance, bourbon distillery monitoring, and now OSINT, swapping models in 31 milliseconds via a GPFS-signaled domain scheduler.
What the Akida Intelligence panel shows:
An alarm grid with real-time classifications WATCH, ELEVATED, or CRITICAL are driven by adaptive temporal baselines. When a domain hits CRITICAL, the coordinator activates focus mode, correlated domains get 2-3x polling boosts, and regional escalation rules (Persian Gulf, Taiwan Strait, Black Sea, Suez) trigger 3x amplification on relevant sensor clusters.
Nemotron 120B reflects on the combined OSINT and physical sensor state every 45 seconds, tracking patterns from hypothesis through confirmed wisdom. SymWisdom now has a multi-domain ontology capability building into Palantir Technologies Foundry, enabling not just the initial sensor data but real meaning via OSINT to drive the dynamic creation of the ontology itself. Lived experience of the wider world is crystallized into ontological wisdom.
The Symphony scheduling dimension:
This is where it gets interesting. Symphony's ELIM (External Load Information Manager) reports Akida metrics as dynamic scheduling resources: critical domain count, spike rates, and focus mode status.
This means Symphony can express policies like "when critical_count > 2, scale vLLM enrichment across 3 GPUs" or "when focus mode activates on energy + maritime, spin up Monte Carlo economic impact simulations." Premium paid data feeds, higher-resolution satellite imagery like Vantor, institutional market depth, and classified cable traffic can be incorporated on demand when a developing crisis justifies the cost, then released when the situation stabilizes.
The second a missile launch is detected in a video feed by neuromorphic inference, disaster recovery and emergency response plans can be activated, additional compute overflow capacity provisioned, and the entire cluster posture shifted automatically in the time it takes a human analyst to look up from their coffee.
The neuromorphic detection layer is now a scheduling input that drives autonomic response. The cluster literally reallocates and acquires compute resources and intelligence in response to what the chips sense.
Ten domains, autonomous ontology generation, scheduling-aware crisis response.
Built in a single day, the World Monitor Akida Intelligence panel shows the nervous system in real time.
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Profil von Kevin D. Johnson anzeigen
Kevin D. Johnson 3.
Field CTO – HPC + AI | Principal HPC Cloud Technical Specialist at IBM | Symphony • GPFS • LSF
39 Min.
Symphony+Akida+Foundry+World Monitor, I just built a system that watches 10 geopolitical data domains simultaneously — maritime AIS, aviation, news, markets, infrastructure outages, seismic, cyber threats, Telegram OSINT channels, energy markets, and population displacement, all through neuromorphic processors that classify anomalies in under a microsecond at roughly 10 microjoules per inference.
The platform runs on Symphony, orchestrating ten BrainChip AKD1000 neuromorphic chips as usual. Each chip runs a quantized Conv2D model and now share three operational domains: defense surveillance, bourbon distillery monitoring, and now OSINT, swapping models in 31 milliseconds via a GPFS-signaled domain scheduler.
What the Akida Intelligence panel shows:
An alarm grid with real-time classifications WATCH, ELEVATED, or CRITICAL are driven by adaptive temporal baselines. When a domain hits CRITICAL, the coordinator activates focus mode, correlated domains get 2-3x polling boosts, and regional escalation rules (Persian Gulf, Taiwan Strait, Black Sea, Suez) trigger 3x amplification on relevant sensor clusters.
Nemotron 120B reflects on the combined OSINT and physical sensor state every 45 seconds, tracking patterns from hypothesis through confirmed wisdom. SymWisdom now has a multi-domain ontology capability building into Palantir Technologies Foundry, enabling not just the initial sensor data but real meaning via OSINT to drive the dynamic creation of the ontology itself. Lived experience of the wider world is crystallized into ontological wisdom.
The Symphony scheduling dimension:
This is where it gets interesting. Symphony's ELIM (External Load Information Manager) reports Akida metrics as dynamic scheduling resources: critical domain count, spike rates, and focus mode status.
This means Symphony can express policies like "when critical_count > 2, scale vLLM enrichment across 3 GPUs" or "when focus mode activates on energy + maritime, spin up Monte Carlo economic impact simulations." Premium paid data feeds, higher-resolution satellite imagery like Vantor, institutional market depth, and classified cable traffic can be incorporated on demand when a developing crisis justifies the cost, then released when the situation stabilizes.
The second a missile launch is detected in a video feed by neuromorphic inference, disaster recovery and emergency response plans can be activated, additional compute overflow capacity provisioned, and the entire cluster posture shifted automatically in the time it takes a human analyst to look up from their coffee.
The neuromorphic detection layer is now a scheduling input that drives autonomic response. The cluster literally reallocates and acquires compute resources and intelligence in response to what the chips sense.
Ten domains, autonomous ontology generation, scheduling-aware crisis response.
Built in a single day, the World Monitor Akida Intelligence panel shows the nervous system in real time.
Jacob Kiraz
Regular
I'll take a break when things are right, Positive news should be for everyone to see, its building a network?
Watch the financials pls,
This is why shorters attack and where all in the Red, think about people who bought at $2
Last edited:
Shorts have fallen heavily after the exit of asx300. Hopefully that means some normal movement upwards of the share price
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Quiltman
Regular
A completely worthless, subjective thought from me this morning .... but I'm guessing it is shared by many others on this forum.
I've spent the last few hours again reading edge AI & neuromorphic opinion pieces, scientific papers, the work by Kevin Johnson, reading through the website, Frontgrade Gaisler developments, AKD1500 Specifications, ForwardEdge ASIC selection, Klepsydra Technologies partnership, etc. etc.
I have an overwhelming sense of - " Shit, we are actually going to make it ".
And the markets will start to wake up to this fact and respond accordingly in 2026.
I've spent the last few hours again reading edge AI & neuromorphic opinion pieces, scientific papers, the work by Kevin Johnson, reading through the website, Frontgrade Gaisler developments, AKD1500 Specifications, ForwardEdge ASIC selection, Klepsydra Technologies partnership, etc. etc.
I have an overwhelming sense of - " Shit, we are actually going to make it ".
And the markets will start to wake up to this fact and respond accordingly in 2026.
Original post translated below
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Pesquisadores copiaram o cérebro inteiro de uma mosca, neurônio por neurônio, 140 mil conexões, e colocaram para controlar um corpo virtual. O bicho anda, come, limpa as antenas. Não é animação. Não… | Alvaro Machado Dias
Pesquisadores copiaram o cérebro inteiro de uma mosca, neurônio por neurônio, 140 mil conexões, e colocaram para controlar um corpo virtual. O bicho anda, come, limpa as antenas. Não é animação. Não é simulação comportamental. É a fiação biológica real rodando dentro de uma máquina, com 91% de...
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RPI 5 + AKD1000 outperforms others in terms of the power consumption of on-drone AI companion computer! | Billion Wan
RPI 5 + AKD1000 outperforms others in terms of the power consumption of on-drone AI companion computer!
Bombersfan
Regular
I totally agree. And the work Sean has been doing is totally under appreciated. By going to the very grass roots by engaging universities and then creating a suite of user friendly tools to help businesses was the only way to break open an “industry that didn’t exist yet”. It had to be a brutally long game but and one he has played well. Now we are seeing bulk use cases and papers coming from those universities and businesses and it’s growing daily. And now the work that Kevin and the cowboys are doing is highlighting how close this industry is to breaking open. Contracts and revenue soon would be great but it’s coming. I hope the majority of intelligent shareholders see this and vote accordingly because a spill at this point would be a ridiculous setback as they’re on the verge of breaking through. Of course over the next 18 months if this doesn’t expand into revenue a contracts then there is a problem but the noise is getting too loud to see it not happen.
JoMo68
Regular
Here is Kev again
Sign Up | LinkedIn
500 million+ members | Manage your professional identity. Build and engage with your professional network. Access knowledge, insights and opportunities.
Profil von Kevin D. Johnson anzeigen
Kevin D. Johnson 3.
Field CTO – HPC + AI | Principal HPC Cloud Technical Specialist at IBM | Symphony • GPFS • LSF
39 Min.
Symphony+Akida+Foundry+World Monitor, I just built a system that watches 10 geopolitical data domains simultaneously — maritime AIS, aviation, news, markets, infrastructure outages, seismic, cyber threats, Telegram OSINT channels, energy markets, and population displacement, all through neuromorphic processors that classify anomalies in under a microsecond at roughly 10 microjoules per inference.
The platform runs on Symphony, orchestrating ten BrainChip AKD1000 neuromorphic chips as usual. Each chip runs a quantized Conv2D model and now share three operational domains: defense surveillance, bourbon distillery monitoring, and now OSINT, swapping models in 31 milliseconds via a GPFS-signaled domain scheduler.
What the Akida Intelligence panel shows:
An alarm grid with real-time classifications WATCH, ELEVATED, or CRITICAL are driven by adaptive temporal baselines. When a domain hits CRITICAL, the coordinator activates focus mode, correlated domains get 2-3x polling boosts, and regional escalation rules (Persian Gulf, Taiwan Strait, Black Sea, Suez) trigger 3x amplification on relevant sensor clusters.
Nemotron 120B reflects on the combined OSINT and physical sensor state every 45 seconds, tracking patterns from hypothesis through confirmed wisdom. SymWisdom now has a multi-domain ontology capability building into Palantir Technologies Foundry, enabling not just the initial sensor data but real meaning via OSINT to drive the dynamic creation of the ontology itself. Lived experience of the wider world is crystallized into ontological wisdom.
The Symphony scheduling dimension:
This is where it gets interesting. Symphony's ELIM (External Load Information Manager) reports Akida metrics as dynamic scheduling resources: critical domain count, spike rates, and focus mode status.
This means Symphony can express policies like "when critical_count > 2, scale vLLM enrichment across 3 GPUs" or "when focus mode activates on energy + maritime, spin up Monte Carlo economic impact simulations." Premium paid data feeds, higher-resolution satellite imagery like Vantor, institutional market depth, and classified cable traffic can be incorporated on demand when a developing crisis justifies the cost, then released when the situation stabilizes.
The second a missile launch is detected in a video feed by neuromorphic inference, disaster recovery and emergency response plans can be activated, additional compute overflow capacity provisioned, and the entire cluster posture shifted automatically in the time it takes a human analyst to look up from their coffee.
The neuromorphic detection layer is now a scheduling input that drives autonomic response. The cluster literally reallocates and acquires compute resources and intelligence in response to what the chips sense.
Ten domains, autonomous ontology generation, scheduling-aware crisis response.
Built in a single day, the World Monitor Akida Intelligence panel shows the nervous system in real time.
Eeek! Amazing but slight Skynet vibes…
JoMo68
Regular
Yesterday I had a thought… what if “watch us now” is actually a cry for help? What if… Akida has already taken over the entire system? “Explosive” sales could be a hint at detonation, and “we are confident” might actually mean “we’re in serious trouble.” We have to help them! NOOW
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